\contentsline {section}{\numberline {1}Introduction}{1}
\contentsline {paragraph}{Outline}{1}
\contentsline {section}{\numberline {2}Basic Concepts of Variational Methods}{1}
\contentsline {section}{\numberline {3}Total Variation Denoising}{2}
\contentsline {subsection}{\numberline {3.1}Denoising}{2}
\contentsline {subsection}{\numberline {3.2}ROF Denoising}{2}
\contentsline {subsection}{\numberline {3.3}Noise Models}{4}
\contentsline {section}{\numberline {4}Implementation}{4}
\contentsline {subsection}{\numberline {4.1}Solution Approach}{4}
\contentsline {subsection}{\numberline {4.2}Discretization}{4}
\contentsline {subsection}{\numberline {4.3}Minimization}{5}
\contentsline {section}{\numberline {5}Examples}{6}
\contentsline {section}{\numberline {6}Conclusions}{7}
